fix: formatted Markdown and added links

ARCHITECTURE.md

@@ -1,8 +1,8 @@
 # Harper's Architecture
 
-This document seeks to solve one simple problem: 
+This document seeks to solve one simple problem:
 
-> "Roughly, it takes 2x more time to write a patch if you are unfamiliar with the project, but it takes 10x more time to figure out __where__ you should change the code." - [Alex Kladov](https://matklad.github.io/2021/02/06/ARCHITECTURE.md.html)
+> "Roughly, it takes 2x more time to write a patch if you are unfamiliar with the project, but it takes 10x more time to figure out **where** you should change the code." - [Alex Kladov](https://matklad.github.io/2021/02/06/ARCHITECTURE.md.html)
 
 This document is meant to serve as a kind of table of contents for the Harper project.
 Hopefully, we can reduce that 10x down to something a little more reasonable.
@@ -13,7 +13,7 @@ Harper tries to do one thing well: find grammatical and spelling errors in Engli
 If possible, provide suggestions to correct those errors.
 An error and it's possible corrections together form what we call a lint.
 
-In this vein, Harper serves the role of a [Linter](https://en.wikipedia.org/wiki/Lint_(software)) for English.
+In this vein, Harper serves the role of a [Linter](<https://en.wikipedia.org/wiki/Lint_(software)>) for English.
 
 ## `harper-core`
 
@@ -24,7 +24,7 @@ At a high level, there are just a couple types you need to worry about.
 
 - [Document](https://docs.rs/harper-core/latest/harper_core/struct.Document.html): A representation of an English document. Implements [`TokenStringExt`](https://docs.rs/harper-core/latest/harper_core/trait.TokenStringExt.html) to make it easier to query.
 - [Parser](https://docs.rs/harper-core/latest/harper_core/parsers/trait.Parser.html): A trait that describes an object that consumes text and emits tokens. The name is somewhat of a misnomer since it is supposed to only lex English (and emit [Tokens](https://docs.rs/harper-core/latest/harper_core/struct.Token.html)), not parse it. It is called a parser since most types that implement this trait parse _other_ languages (JavaScript) to extract the English text.
-    - The [Markdown parser](https://docs.rs/harper-core/latest/harper_core/parsers/struct.Markdown.html) is a great example.
+  - The [Markdown parser](https://docs.rs/harper-core/latest/harper_core/parsers/struct.Markdown.html) is a great example.
 - [Linter](https://docs.rs/harper-core/latest/harper_core/linting/trait.Linter.html): A trait that, provided a document, will produce zero or more [Lints](https://docs.rs/harper-core/latest/harper_core/linting/struct.Lint.html#). This is usually done using direct queries on the document or by implementing a [`PatternLinter`](https://docs.rs/harper-core/latest/harper_core/linting/trait.PatternLinter.html).
 
 If you want to add a linter to Harper, create a new file under the `linters` module in `harper-core` and create a public struct that implements the `Linter` trait.

COMPARISON.md

@@ -1,8 +1,8 @@
 # Comparison to Other Grammar Checkers
 
-|              | Suggestion Time | License                  | LSP Support                                                                                          | Ruleset                     | Multi-Lingual/Multi-Dialect |
-| ------------ | --------------- | ------------------------ | ---------------------------------------------------------------------------------------------------- | --------------------------- | --------------------------- |
-| harper       | 10ms            | Apache-2.0               | ✅                                                                                                   | hunspell/MySpell derivative | ❌                          |
-| LanguageTool | 650ms           | LGPL-2.1                 | 🟨 Through [ltex-ls](https://github.com/valentjn/ltex-ls)                                            | LanguageTool(XML)           | 🟨 Not simultaneously       |
-| hunspell     |                 | LGPL/GPL/MPL tri-license | ❌                                                                                                   | hunspell/MySpell            | 🟨 Not simultaneously       |
-| Grammarly    | 4000ms          | Proprietary              | 🟨 Through [grammarly-language-server](https://github.com/emacs-grammarly/grammarly-language-server) | Proprietary                 | ❌                          |
+|              | Suggestion Time | License                  | LSP Support                                                                                          | Ruleset                                                                                   | Multi-Lingual/Multi-Dialect |
+| ------------ | --------------- | ------------------------ | ---------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------- | --------------------------- |
+| Harper       | 10ms            | Apache-2.0               | ✅                                                                                                   | [Custom](https://github.com/elijah-potter/harper/tree/master/harper-core/src/linting)     | ❌                          |
+| LanguageTool | 650ms           | LGPL-2.1                 | 🟨 Through [ltex-ls](https://github.com/valentjn/ltex-ls)                                            | [Custom](https://community.languagetool.org/rule/list?lang=en) + N-Gram Based + LLM Based | 🟨 Not simultaneously       |
+| hunspell     |                 | LGPL/GPL/MPL tri-license | ❌                                                                                                   | hunspell/MySpell                                                                          | 🟨 Not simultaneously       |
+| Grammarly    | 4000ms          | Proprietary              | 🟨 Through [grammarly-language-server](https://github.com/emacs-grammarly/grammarly-language-server) | Proprietary                                                                               | ❌                          |

CONTRIBUTING.md

@@ -26,7 +26,7 @@ I would highly recommend that you run `just setup` to populate your build caches
 
 ## Committing
 
-Harper follows [conventional commit practices](https://www.conventionalcommits.org/en/v1.0.0/). 
+Harper follows [conventional commit practices](https://www.conventionalcommits.org/en/v1.0.0/).
 Before creating a pull request, please make sure all your commits follow the linked conventions.
 
 Additionally, to minimize the labor required to review your commit, we run a relatively strict suite of formatting and linting programs.

README.md

@@ -11,7 +11,7 @@
 Harper is an English grammar checker designed to be _just right._
 I created it after years of dealing with the shortcomings of the competition.
 
-Grammarly was too expensive and too overbearing. 
+Grammarly was too expensive and too overbearing.
 Its suggestions lacked context, and were often just plain _wrong_.
 Not to mention: it's a privacy nightmare.
 Everything you write with Grammarly is sent to their servers.
@@ -22,7 +22,7 @@ LanguageTool is great, if you have gigabytes of RAM to spare and are willing to
 Besides the memory requirements, I found LanguageTool too slow: it would take several seconds to lint even a moderate-size document.
 
 That's why I created Harper: it is the grammar checker that fits my needs.
-Not only does it take milliseconds to lint a document, take less than 1/50th of LanguageTool's memory footprint, 
+Not only does it take milliseconds to lint a document, take less than 1/50th of LanguageTool's memory footprint,
 but it is also completely private.
 
 Harper is even small enough to load via [WebAssembly.](https://writewithharper.com)
@@ -33,7 +33,7 @@ If you want to use Harper on your machine, you have two choices.
 
 ### `harper-ls`
 
-`harper-ls` provides an integration that works for most code editors. 
+`harper-ls` provides an integration that works for most code editors.
 
 [Read more here.](./harper-ls/README.md)
 

demo.md

@@ -1,4 +1,4 @@
-There are some cases where the the standard grammar checkers 
+There are some cases where the the standard grammar checkers
 don't cut it. That s where Harper comes in handy.
 
 Harper is an language checker for developers. it can detect
@@ -7,9 +7,9 @@ as well as a number of other issues.
 Like if you break up words you shouldn't.
 
 Harper works everywhere, even offline. Since you r data
-never leaves your device, you don't ned to worry aout us 
+never leaves your device, you don't ned to worry aout us
 selling it or using it to train large language models.
 
 The best part: Harper can give you feedback instantly.
-For most documents, Harper can serve  up suggestions in
+For most documents, Harper can serve up suggestions in
 under 10 ms.